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AI-Powered Content Summarizer

This project contains a Flask-based web application that integrates various Natural Language Processing (NLP) models to generate text summaries. The app allows users to enter text and receive summaries in different formats such as paragraph or bullet points, utilizing...

Exploration and Exploitation

Exploration and Exploitation are two fundamental processes in reinforcement learning. In short, exploration is about learning something new, and exploitation is about making decisions based on known information. Balancing these two is crucial. Exploration Through this...

YOLOv5 & YOLOv8 Object Detection

This repository demonstrates object detection using two versions of the YOLO model: YOLOv5 and YOLOv8 from Ultralytics. The scripts provided allow you to detect objects in images and videos using pre-trained models, and display or save the annotated outputs using...

Avoiding Conflicts on GitHub: The Power of Locking

GitHub is a hub of collaboration where developers come together to work on projects, share ideas, and resolve issues. While this collaborative environment is one of GitHub's strengths, it can also give rise to commit conflicts. GitHub provides a powerful tool called...

Unreal Engine Basic Terminology

Unreal Engine is a powerful and versatile game development engine created by Epic Games. With its real-time rendering capabilities, visual scripting system (Blueprints), and robust physics engine, Unreal Engine empowers developers to bring their creative visions to...

Confusion Matrices with Heatmaps: Implementation in Python with seaborn and scikit-learn

Understanding and effectively utilizing a confusion matrix and heatmap is crucial for anyone dealing with classification problems in machine learning. In this blog post, we'll dive into the intricacies of these powerful tools, providing clear explanations and...

Create a Progressbar using tqdm and Python

tqdm is a must need python package for all data scientists and artificial intelligence researchers/developers. Sometimes, we need to visualize what is going on in the background. Some programs may require hours to several days to finish. In that case, a progress bar...

Basic Anaconda Commands

Anaconda is a fantastic tool for all deep learning, machine learning, and computer vision researcher. It reduces tons of extra work for setting up environments and tools. Personally, I love it so much. Anaconda Navigator is a great UI for setting up environments and...

Hand joint detection using OpenCV and MediaPipe

MediaPipe is a cross-platform framework for building multimodal applied machine learning pipelines. MediaPipe Python package is available on PyPI for Linux, macOS, and Windows. Today we will write a simple code for hand joint detection using OpenCV. At...

Linear Regression

Linear Regression is one of the simplest yet powerful algorithms in machine learning and statistics. It's widely used in predictive modeling, where the goal is to understand the relationship between one or more independent variables and a dependent variable. The power...

Supervised Learning Algorithms

Overview of Supervised Learning Supervised learning is a type of machine learning algorithm that is designed to map input data to labeled output data. In supervised learning, an algorithm is trained on a labeled dataset, which means that each example in the dataset is...

Matplotlib

Matplotlib is a widely used visualization library in Python that allows easy creation of various types of line charts, bar charts, histograms, etc. Since Matplotlib is a visualization library, each example can be quite extensive. Here, we will try to understand this...
Sets in Python

Sets in Python

A set in Python is a unique data structure based on the mathematical concept of a set. It does not follow any order or index. Elements in a set are...

Tuples in Python

Tuples in Python

Similar to lists, tuples are an important data type in Python. Tuples follow a specific order; however, unlike lists, their elements cannot be...

List in Python

List in Python

Lists are a widely used data type in Python. In most programming languages, they are known as arrays. They follow a specific order and can be...

String in Python

String in Python

Strings have already been discussed in the Data Types section; But the prevalence of strings is so high that it is necessary to make a separate...

Python data types

Python data types

In previous post we have seen about variables and operators in Python. If you notice, you may notice that the variables are different here, even...

Python Operators

Python Operators

In the previous post, we learned about variables in Python. An operator is something that operates on a variable or a constant, i.e., performs an...

Variables in Python

Variables in Python

Like other programming languages, the concept of variables in Python is the same. A variable is a holder or container. Let's consider an example...

How Python Works

How Python Works

In the previous part, we saw a very simple Hello World program. We saw that whatever is written inside the print() function is shown as the output....